[9565] | 1 | using HeuristicLab.Common;
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| 2 | using HeuristicLab.Core;
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| 3 | using HeuristicLab.Data;
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| 4 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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| 5 | using HeuristicLab.Operators;
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| 6 | using HeuristicLab.Optimization;
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| 7 | using HeuristicLab.Parameters;
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| 8 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 9 | using HeuristicLab.PluginInfrastructure;
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| 10 | using System;
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| 11 | using System.IO;
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| 12 | using System.Threading;
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| 13 | using System.Xml;
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| 14 |
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| 15 | namespace HeuristicLab.Problems.Robocode
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| 16 | {
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| 17 | [StorableClass]
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| 18 | [Item("Robocode Evaluator", "Evaluator for the Robocode GP problem.")]
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| 19 | public class Evaluator : SingleSuccessorOperator,
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| 20 | ISingleObjectiveEvaluator
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| 21 | {
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| 22 | #region parameter names
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| 23 | private const string QualityParameterName = "Quality";
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| 24 | private const string TankProgramParameterName = "TankProgram";
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| 25 | private const string RobocodePathParamaterName = "Path";
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| 26 | private const string CoevolutionParameterName = "Coevolution";
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| 27 |
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| 28 |
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| 29 | private static string solutionTemplatePath = "";
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| 30 | public static string SolutionTemplate
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| 31 | {
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| 32 | get { return solutionTemplatePath; }
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| 33 | set
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| 34 | {
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| 35 | solutionTemplatePath = value;
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| 36 | }
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| 37 | }
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| 38 |
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| 39 | public static SemaphoreSlim semaphore = new SemaphoreSlim(10);
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| 40 | #endregion
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| 41 |
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| 42 |
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| 43 | #region parameters
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| 44 | public ILookupParameter<DoubleValue> QualityParameter
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| 45 | {
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| 46 | get
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| 47 | {
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| 48 | return (ILookupParameter<DoubleValue>)
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| 49 | Parameters[QualityParameterName];
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| 50 | }
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| 51 | }
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| 52 | public ILookupParameter<ISymbolicExpressionTree> TankProgramParameter
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| 53 | {
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| 54 | get
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| 55 | {
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| 56 | return (ILookupParameter<ISymbolicExpressionTree>)
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| 57 | Parameters[TankProgramParameterName];
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| 58 | }
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| 59 | }
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| 60 | public ILookupParameter<StringValue> RobocodePathParameter
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| 61 | {
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| 62 | get
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| 63 | {
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| 64 | return (ILookupParameter<StringValue>)
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| 65 | Parameters[RobocodePathParamaterName];
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| 66 | }
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| 67 | }
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| 68 | public ILookupParameter<BoolValue> CoevolutionParameter
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| 69 | {
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| 70 | get
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| 71 | {
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| 72 | return (ILookupParameter<BoolValue>)
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| 73 | Parameters[CoevolutionParameterName];
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| 74 | }
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| 75 | }
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| 76 | #endregion
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| 77 |
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| 78 |
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| 79 | [StorableConstructor]
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| 80 | protected Evaluator(bool deserializing) : base(deserializing) { }
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| 81 | protected Evaluator(Evaluator original, Cloner cloner)
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| 82 | : base(original, cloner)
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| 83 | {
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| 84 | }
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| 85 |
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| 86 | // default constructor for the evaluator
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| 87 | public Evaluator()
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| 88 | {
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| 89 | Parameters.Add(
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| 90 | new LookupParameter<DoubleValue>(
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| 91 | QualityParameterName,
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| 92 | "The solution quality of the Robocode tank program."));
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| 93 | Parameters.Add(
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| 94 | new LookupParameter<ISymbolicExpressionTree>(
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| 95 | TankProgramParameterName,
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| 96 | "The Robocode tank program to evaluate represented as a " +
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| 97 | "symbolic expression tree."));
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| 98 | Parameters.Add(
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| 99 | new LookupParameter<StringValue>(
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| 100 | RobocodePathParamaterName,
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| 101 | "Path of the Robocode installation."));
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| 102 | Parameters.Add(
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| 103 | new LookupParameter<BoolValue>(
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| 104 | CoevolutionParameterName,
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| 105 | "Use Coevolution"));
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| 106 |
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| 107 | SolutionTemplate = "../tank.xml";
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| 108 | }
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| 109 |
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| 110 | // override the apply method to change the behaviour of the operator
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| 111 | // here we take trees as inputs and calculate qualities
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| 112 | // (fitness evaluation)
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| 113 | public override IOperation Apply()
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| 114 | {
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| 115 | semaphore.Wait();
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| 116 |
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| 117 | ISymbolicExpressionTree tree = TankProgramParameter.ActualValue;
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[9570] | 118 | //XmlDocument doc = new XmlDocument();
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[9567] | 119 | //doc.Load("../tank.xml");
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[9570] | 120 | XmlNode node = null;
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[9565] | 121 | string path = RobocodePathParameter.ActualValue.Value;
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| 122 |
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| 123 | if (CoevolutionParameter.ActualValue.Value)
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| 124 | {
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| 125 | var trees = ExecutionContext.Parent.Scope.SubScopes;//SymbolicExpressionTreeParameter.ActualValue;
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| 126 | if (trees.Count == 2)
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| 127 | {
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| 128 | trees = trees[0].SubScopes;
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| 129 | //treeCount = trees[0].SubScopes.Count;
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| 130 | //int selTreeCount = trees[1].SubScopes.Count;
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| 131 | }
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| 132 |
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| 133 | Random random = new Random();
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| 134 | ScopeList chosenScopes = new ScopeList(5);
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| 135 | for (int i = 0; i < 5; i++)
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| 136 | {
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| 137 | var newScope = trees.ToArray()[random.Next(0, trees.Count - 1)];
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| 138 | chosenScopes.Add(newScope);
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| 139 | }
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| 140 |
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| 141 | //if (evaluations % 99 == 0)
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| 142 | // evaluations = evaluations;
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| 143 |
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| 144 | QualityParameter.ActualValue = new DoubleValue(Interpreter.EvaluateTankProgram(tree, chosenScopes, node, path));
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| 145 | }
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| 146 | else
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| 147 | QualityParameter.ActualValue = new DoubleValue(Interpreter.EvaluateTankProgram(tree, node, path));
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| 148 |
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| 149 | semaphore.Release();
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| 150 |
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| 151 | // important: return base.Apply() to make sure that the
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| 152 | // next operator is queued for execution
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| 153 | return base.Apply();
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| 154 | }
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| 155 |
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| 156 | public override IDeepCloneable Clone(Cloner cloner)
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| 157 | {
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| 158 | return new Evaluator(this, cloner);
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| 159 | }
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| 160 |
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| 161 | public bool EnabledByDefault
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| 162 | {
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| 163 | get { return true; }
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| 164 | }
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| 165 | }
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| 166 | }
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